LLM Knowledge Cartography: Parameter Scaling and Factual Accuracy in Small Language Models
This technical note documents an experimental investigation into factual accuracy across language models of varying parameter counts. Using a structured protocol of 25 questions spanning geography, science, history, culture, and technical domains, we assessed whether smaller language models could...